Overview

Dataset info

Number of variables223
Number of observations1460
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory1.2 MiB
Average record size in memory892.1 B

Variables types

Numeric26
Categorical6
Boolean191
Date0
URL0
Text (Unique)0
Rejected0
Unsupported0

Warnings

2ndFlrSF has 829 (56.8%) zeros Zeros
BsmtFinSF1 has 467 (32.0%) zeros Zeros
BsmtUnfSF has 118 (8.1%) zeros Zeros
GarageArea has 81 (5.5%) zeros Zeros
GarageCars has 81 (5.5%) zeros Zeros
MasVnrArea has 861 (59.0%) zeros Zeros
MiscVal has 1408 (96.4%) zeros Zeros
OpenPorchSF has 656 (44.9%) zeros Zeros
TotalBsmtSF has 37 (2.5%) zeros Zeros
WoodDeckSF has 761 (52.1%) zeros Zeros

Variables

1stFlrSF
Numeric

Distinct count753
Unique (%)51.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1162.626709
Minimum334
Maximum4692
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum334
5-th percentile672.95
Q1882
Median1087
Q31391.25
95-th percentile1831.25
Maximum4692
Range4358
Interquartile range509.25

Descriptive statistics

Standard deviation386.5874329
Coef of variation0.3325120865
Kurtosis5.745841503
Mean1162.626709
MAD300.5760803
Skewness1.376756668
Sum1697435
Variance149449.8438
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 334. 481.5 659. 762. 847.5 ... 1393. 1738. 2132.5 2578.5 4692. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
864 25 1.7%
 
1040 16 1.1%
 
912 14 1.0%
 
848 12 0.8%
 
894 12 0.8%
 
672 11 0.8%
 
630 9 0.6%
 
816 9 0.6%
 
483 7 0.5%
 
832 7 0.5%
 
Other values (743) 1338 91.6%
 

Minimum 5 values

ValueCountFrequency (%) 
334 1 0.1%
 
372 1 0.1%
 
438 1 0.1%
 
480 1 0.1%
 
483 7 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
4692 1 0.1%
 
3228 1 0.1%
 
3138 1 0.1%
 
2898 1 0.1%
 
2633 1 0.1%
 

2ndFlrSF
Numeric

Distinct count417
Unique (%)28.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean346.9924622
Minimum0
Maximum2065
Zeros (%)56.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q3728
95-th percentile1141.05
Maximum2065
Range2065
Interquartile range728

Descriptive statistics

Standard deviation436.5269775
Coef of variation1.258030145
Kurtosis-0.5534633994
Mean346.9924622
MAD396.4785156
Skewness0.8130298853
Sum506609
Variance190555.8125
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 55. 200. 431. 545.5 ... 728.5 916.5 1366. 1564.5 2065. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 829 56.8%
 
728 10 0.7%
 
504 9 0.6%
 
546 8 0.5%
 
672 8 0.5%
 
720 7 0.5%
 
600 7 0.5%
 
896 6 0.4%
 
689 5 0.3%
 
780 5 0.3%
 
Other values (407) 566 38.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 829 56.8%
 
110 1 0.1%
 
167 1 0.1%
 
192 1 0.1%
 
208 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2065 1 0.1%
 
1872 1 0.1%
 
1818 1 0.1%
 
1796 1 0.1%
 
1611 1 0.1%
 

BedroomAbvGr
Numeric

Distinct count8
Unique (%)0.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.866438389
Minimum0
Maximum8
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2
Q12
Median3
Q33
95-th percentile4
Maximum8
Range8
Interquartile range1

Descriptive statistics

Standard deviation0.8157776594
Coef of variation0.284596265
Kurtosis2.230874538
Mean2.866438389
MAD0.5763075352
Skewness0.2117899507
Sum4185
Variance0.6654931903
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 4.5 5.5 8. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3 804 55.1%
 
2 358 24.5%
 
4 213 14.6%
 
1 50 3.4%
 
5 21 1.4%
 
6 7 0.5%
 
0 6 0.4%
 
8 1 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 6 0.4%
 
1 50 3.4%
 
2 358 24.5%
 
3 804 55.1%
 
4 213 14.6%
 

Maximum 5 values

ValueCountFrequency (%) 
8 1 0.1%
 
6 7 0.5%
 
5 21 1.4%
 
4 213 14.6%
 
3 804 55.1%
 

BldgType_2fmCon
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1429
1
 
31
ValueCountFrequency (%) 
0 1429 97.9%
 
1 31 2.1%
 

BldgType_Duplex
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1408
1
 
52
ValueCountFrequency (%) 
0 1408 96.4%
 
1 52 3.6%
 

BldgType_Twnhs
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1417
1
 
43
ValueCountFrequency (%) 
0 1417 97.1%
 
1 43 2.9%
 

BldgType_TwnhsE
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1346
1
 
114
ValueCountFrequency (%) 
0 1346 92.2%
 
1 114 7.8%
 

BsmtCond_Gd
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1395
1
 
65
ValueCountFrequency (%) 
0 1395 95.5%
 
1 65 4.5%
 

BsmtCond_Po
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1458
1
 
2
ValueCountFrequency (%) 
0 1458 99.9%
 
1 2 0.1%
 

BsmtCond_TA
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1311
0
 
149
ValueCountFrequency (%) 
1 1311 89.8%
 
0 149 10.2%
 

BsmtExposure_Gd
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1326
1
 
134
ValueCountFrequency (%) 
0 1326 90.8%
 
1 134 9.2%
 

BsmtExposure_Mn
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1346
1
 
114
ValueCountFrequency (%) 
0 1346 92.2%
 
1 114 7.8%
 

BsmtExposure_No
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
953
0
507
ValueCountFrequency (%) 
1 953 65.3%
 
0 507 34.7%
 

BsmtFinSF1
Numeric

Distinct count637
Unique (%)43.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean443.63974
Minimum0
Maximum5644
Zeros (%)32.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median383.5
Q3712.25
95-th percentile1274
Maximum5644
Range5644
Interquartile range712.25

Descriptive statistics

Standard deviation456.0987854
Coef of variation1.0280837
Kurtosis11.1182375
Mean443.63974
MAD367.3689575
Skewness1.685503125
Sum647714
Variance208026.0938
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000e+00 1.000e+00 2.200e+01 2.450e+01 1.795e+02 7.895e+02 1.087e+03 1.475e+03 2.224e+03 5.644e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 467 32.0%
 
24 12 0.8%
 
16 9 0.6%
 
662 5 0.3%
 
936 5 0.3%
 
686 5 0.3%
 
616 5 0.3%
 
20 5 0.3%
 
312 4 0.3%
 
697 4 0.3%
 
Other values (627) 939 64.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 467 32.0%
 
2 1 0.1%
 
16 9 0.6%
 
20 5 0.3%
 
24 12 0.8%
 

Maximum 5 values

ValueCountFrequency (%) 
5644 1 0.1%
 
2260 1 0.1%
 
2188 1 0.1%
 
2096 1 0.1%
 
1904 1 0.1%
 

BsmtFinType1_BLQ
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1312
1
 
148
ValueCountFrequency (%) 
0 1312 89.9%
 
1 148 10.1%
 

BsmtFinType1_GLQ
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1042
1
418
ValueCountFrequency (%) 
0 1042 71.4%
 
1 418 28.6%
 

BsmtFinType1_LwQ
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1386
1
 
74
ValueCountFrequency (%) 
0 1386 94.9%
 
1 74 5.1%
 

BsmtFinType1_Rec
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1327
1
 
133
ValueCountFrequency (%) 
0 1327 90.9%
 
1 133 9.1%
 

BsmtFinType1_Unf
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1030
1
430
ValueCountFrequency (%) 
0 1030 70.5%
 
1 430 29.5%
 

BsmtFinType2_BLQ
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1427
1
 
33
ValueCountFrequency (%) 
0 1427 97.7%
 
1 33 2.3%
 

BsmtFinType2_GLQ
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1446
1
 
14
ValueCountFrequency (%) 
0 1446 99.0%
 
1 14 1.0%
 

BsmtFinType2_LwQ
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1414
1
 
46
ValueCountFrequency (%) 
0 1414 96.8%
 
1 46 3.2%
 

BsmtFinType2_Rec
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1406
1
 
54
ValueCountFrequency (%) 
0 1406 96.3%
 
1 54 3.7%
 

BsmtFinType2_Unf
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1256
0
 
204
ValueCountFrequency (%) 
1 1256 86.0%
 
0 204 14.0%
 

BsmtFullBath
Categorical

Distinct count4
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
0
856
1
588
2
 
15
ValueCountFrequency (%) 
0 856 58.6%
 
1 588 40.3%
 
2 15 1.0%
 
3 1 0.1%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

BsmtHalfBath
Categorical

Distinct count3
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
1378
1
 
80
2
 
2
ValueCountFrequency (%) 
0 1378 94.4%
 
1 80 5.5%
 
2 2 0.1%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

BsmtQual_Fa
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1425
1
 
35
ValueCountFrequency (%) 
0 1425 97.6%
 
1 35 2.4%
 

BsmtQual_Gd
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
842
1
618
ValueCountFrequency (%) 
0 842 57.7%
 
1 618 42.3%
 

BsmtQual_TA
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
811
1
649
ValueCountFrequency (%) 
0 811 55.5%
 
1 649 44.5%
 

BsmtUnfSF
Numeric

Distinct count780
Unique (%)53.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean567.2404175
Minimum0
Maximum2336
Zeros (%)8.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q1223
Median477.5
Q3808
95-th percentile1468
Maximum2336
Range2336
Interquartile range585

Descriptive statistics

Standard deviation441.8668823
Coef of variation0.7789763718
Kurtosis0.4749937356
Mean567.2404175
MAD353.2820129
Skewness0.9202683568
Sum828171
Variance195246.3438
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 7. 74.5 441.5 817. 977.5 1500. 1818. 2336. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 118 8.1%
 
728 9 0.6%
 
384 8 0.5%
 
572 7 0.5%
 
600 7 0.5%
 
300 7 0.5%
 
440 6 0.4%
 
270 6 0.4%
 
672 6 0.4%
 
625 6 0.4%
 
Other values (770) 1280 87.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 118 8.1%
 
14 1 0.1%
 
15 1 0.1%
 
23 2 0.1%
 
26 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2336 1 0.1%
 
2153 1 0.1%
 
2121 1 0.1%
 
2046 1 0.1%
 
2042 1 0.1%
 

CentralAir_Y
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1365
0
 
95
ValueCountFrequency (%) 
1 1365 93.5%
 
0 95 6.5%
 

Condition1_Feedr
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1379
1
 
81
ValueCountFrequency (%) 
0 1379 94.5%
 
1 81 5.5%
 

Condition1_Norm
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1260
0
 
200
ValueCountFrequency (%) 
1 1260 86.3%
 
0 200 13.7%
 

Condition1_PosA
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1452
1
 
8
ValueCountFrequency (%) 
0 1452 99.5%
 
1 8 0.5%
 

Condition1_PosN
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1441
1
 
19
ValueCountFrequency (%) 
0 1441 98.7%
 
1 19 1.3%
 

Condition1_RRAe
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1449
1
 
11
ValueCountFrequency (%) 
0 1449 99.2%
 
1 11 0.8%
 

Condition1_RRAn
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1434
1
 
26
ValueCountFrequency (%) 
0 1434 98.2%
 
1 26 1.8%
 

Condition1_RRNe
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1458
1
 
2
ValueCountFrequency (%) 
0 1458 99.9%
 
1 2 0.1%
 

Condition1_RRNn
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1455
1
 
5
ValueCountFrequency (%) 
0 1455 99.7%
 
1 5 0.3%
 

Condition2_Feedr
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1454
1
 
6
ValueCountFrequency (%) 
0 1454 99.6%
 
1 6 0.4%
 

Condition2_Norm
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1445
0
 
15
ValueCountFrequency (%) 
1 1445 99.0%
 
0 15 1.0%
 

Condition2_PosA
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1459
1
 
1
ValueCountFrequency (%) 
0 1459 99.9%
 
1 1 0.1%
 

Condition2_PosN
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1458
1
 
2
ValueCountFrequency (%) 
0 1458 99.9%
 
1 2 0.1%
 

Condition2_RRAe
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1459
1
 
1
ValueCountFrequency (%) 
0 1459 99.9%
 
1 1 0.1%
 

Condition2_RRAn
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1459
1
 
1
ValueCountFrequency (%) 
0 1459 99.9%
 
1 1 0.1%
 

Condition2_RRNn
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1458
1
 
2
ValueCountFrequency (%) 
0 1458 99.9%
 
1 2 0.1%
 

Electrical_FuseF
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1433
1
 
27
ValueCountFrequency (%) 
0 1433 98.2%
 
1 27 1.8%
 

Electrical_FuseP
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1457
1
 
3
ValueCountFrequency (%) 
0 1457 99.8%
 
1 3 0.2%
 

Electrical_Mix
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1459
1
 
1
ValueCountFrequency (%) 
0 1459 99.9%
 
1 1 0.1%
 

Electrical_SBrkr
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1334
0
 
126
ValueCountFrequency (%) 
1 1334 91.4%
 
0 126 8.6%
 

ExterCond_Fa
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1432
1
 
28
ValueCountFrequency (%) 
0 1432 98.1%
 
1 28 1.9%
 

ExterCond_Gd
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1314
1
 
146
ValueCountFrequency (%) 
0 1314 90.0%
 
1 146 10.0%
 

ExterCond_Po
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1459
1
 
1
ValueCountFrequency (%) 
0 1459 99.9%
 
1 1 0.1%
 

ExterCond_TA
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1282
0
 
178
ValueCountFrequency (%) 
1 1282 87.8%
 
0 178 12.2%
 

Exterior1st_AsphShn
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1459
1
 
1
ValueCountFrequency (%) 
0 1459 99.9%
 
1 1 0.1%
 

Exterior1st_BrkComm
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1458
1
 
2
ValueCountFrequency (%) 
0 1458 99.9%
 
1 2 0.1%
 

Exterior1st_BrkFace
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1410
1
 
50
ValueCountFrequency (%) 
0 1410 96.6%
 
1 50 3.4%
 

Exterior1st_CBlock
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1459
1
 
1
ValueCountFrequency (%) 
0 1459 99.9%
 
1 1 0.1%
 

Exterior1st_CemntBd
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1399
1
 
61
ValueCountFrequency (%) 
0 1399 95.8%
 
1 61 4.2%
 

Exterior1st_HdBoard
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1238
1
 
222
ValueCountFrequency (%) 
0 1238 84.8%
 
1 222 15.2%
 

Exterior1st_ImStucc
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1459
1
 
1
ValueCountFrequency (%) 
0 1459 99.9%
 
1 1 0.1%
 

Exterior1st_MetalSd
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1240
1
 
220
ValueCountFrequency (%) 
0 1240 84.9%
 
1 220 15.1%
 

Exterior1st_Plywood
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1352
1
 
108
ValueCountFrequency (%) 
0 1352 92.6%
 
1 108 7.4%
 

Exterior1st_Stone
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1458
1
 
2
ValueCountFrequency (%) 
0 1458 99.9%
 
1 2 0.1%
 

Exterior1st_Stucco
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1435
1
 
25
ValueCountFrequency (%) 
0 1435 98.3%
 
1 25 1.7%
 

Exterior1st_VinylSd
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
945
1
515
ValueCountFrequency (%) 
0 945 64.7%
 
1 515 35.3%
 

Exterior1st_Wd_Sdng
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1254
1
 
206
ValueCountFrequency (%) 
0 1254 85.9%
 
1 206 14.1%
 

Exterior1st_WdShing
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1434
1
 
26
ValueCountFrequency (%) 
0 1434 98.2%
 
1 26 1.8%
 

Exterior2nd_AsphShn
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1457
1
 
3
ValueCountFrequency (%) 
0 1457 99.8%
 
1 3 0.2%
 

Exterior2nd_Brk_Cmn
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1453
1
 
7
ValueCountFrequency (%) 
0 1453 99.5%
 
1 7 0.5%
 

Exterior2nd_BrkFace
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1435
1
 
25
ValueCountFrequency (%) 
0 1435 98.3%
 
1 25 1.7%
 

Exterior2nd_HdBoard
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1253
1
 
207
ValueCountFrequency (%) 
0 1253 85.8%
 
1 207 14.2%
 

Exterior2nd_ImStucc
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1450
1
 
10
ValueCountFrequency (%) 
0 1450 99.3%
 
1 10 0.7%
 

Exterior2nd_Other
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1459
1
 
1
ValueCountFrequency (%) 
0 1459 99.9%
 
1 1 0.1%
 

Exterior2nd_Plywood
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1318
1
 
142
ValueCountFrequency (%) 
0 1318 90.3%
 
1 142 9.7%
 

Exterior2nd_Stone
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1455
1
 
5
ValueCountFrequency (%) 
0 1455 99.7%
 
1 5 0.3%
 

Exterior2nd_Stucco
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1434
1
 
26
ValueCountFrequency (%) 
0 1434 98.2%
 
1 26 1.8%
 

Exterior2nd_Wd_Sdng
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1263
1
 
197
ValueCountFrequency (%) 
0 1263 86.5%
 
1 197 13.5%
 

Exterior2nd_Wd_Shng
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1422
1
 
38
ValueCountFrequency (%) 
0 1422 97.4%
 
1 38 2.6%
 

ExterQual_Fa
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1446
1
 
14
ValueCountFrequency (%) 
0 1446 99.0%
 
1 14 1.0%
 

ExterQual_Gd
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
972
1
488
ValueCountFrequency (%) 
0 972 66.6%
 
1 488 33.4%
 

ExterQual_TA
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
906
0
554
ValueCountFrequency (%) 
1 906 62.1%
 
0 554 37.9%
 

Fireplaces
Categorical

Distinct count4
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
0
690
1
650
2
 
115
ValueCountFrequency (%) 
0 690 47.3%
 
1 650 44.5%
 
2 115 7.9%
 
3 5 0.3%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Foundation_CBlock
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
826
1
634
ValueCountFrequency (%) 
0 826 56.6%
 
1 634 43.4%
 

Foundation_PConc
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
813
1
647
ValueCountFrequency (%) 
0 813 55.7%
 
1 647 44.3%
 

Foundation_Slab
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1436
1
 
24
ValueCountFrequency (%) 
0 1436 98.4%
 
1 24 1.6%
 

Foundation_Stone
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1454
1
 
6
ValueCountFrequency (%) 
0 1454 99.6%
 
1 6 0.4%
 

Foundation_Wood
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1457
1
 
3
ValueCountFrequency (%) 
0 1457 99.8%
 
1 3 0.2%
 

FullBath
Categorical

Distinct count4
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
2
768
1
650
3
 
33
ValueCountFrequency (%) 
2 768 52.6%
 
1 650 44.5%
 
3 33 2.3%
 
0 9 0.6%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Functional_Maj2
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1455
1
 
5
ValueCountFrequency (%) 
0 1455 99.7%
 
1 5 0.3%
 

Functional_Min1
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1429
1
 
31
ValueCountFrequency (%) 
0 1429 97.9%
 
1 31 2.1%
 

Functional_Min2
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1426
1
 
34
ValueCountFrequency (%) 
0 1426 97.7%
 
1 34 2.3%
 

Functional_Mod
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1445
1
 
15
ValueCountFrequency (%) 
0 1445 99.0%
 
1 15 1.0%
 

Functional_Sev
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1459
1
 
1
ValueCountFrequency (%) 
0 1459 99.9%
 
1 1 0.1%
 

Functional_Typ
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1360
0
 
100
ValueCountFrequency (%) 
1 1360 93.2%
 
0 100 6.8%
 

GarageArea
Numeric

Distinct count441
Unique (%)30.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean472.9801331
Minimum0
Maximum1418
Zeros (%)5.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q1334.5
Median480
Q3576
95-th percentile850.1
Maximum1418
Range1418
Interquartile range241.5

Descriptive statistics

Standard deviation213.8048859
Coef of variation0.4520377727
Kurtosis0.9170674086
Mean472.9801331
MAD160.0190887
Skewness0.1799810231
Sum690551
Variance45712.53125
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 80. 172. 237. 242. ... 671.5 672.5 910. 1061. 1418. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 81 5.5%
 
440 49 3.4%
 
576 47 3.2%
 
240 38 2.6%
 
484 34 2.3%
 
528 33 2.3%
 
288 27 1.8%
 
400 25 1.7%
 
480 24 1.6%
 
264 24 1.6%
 
Other values (431) 1078 73.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 81 5.5%
 
160 2 0.1%
 
164 1 0.1%
 
180 9 0.6%
 
186 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1418 1 0.1%
 
1390 1 0.1%
 
1356 1 0.1%
 
1248 1 0.1%
 
1220 1 0.1%
 

GarageCars
Numeric

Distinct count5
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.767123342
Minimum0
Maximum4
Zeros (%)5.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median2
Q32
95-th percentile3
Maximum4
Range4
Interquartile range1

Descriptive statistics

Standard deviation0.7473191619
Coef of variation0.4229015283
Kurtosis0.2209980041
Mean1.767123342
MAD0.5838396549
Skewness-0.342549175
Sum2580
Variance0.5584859252
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%) 
2 824 56.4%
 
1 369 25.3%
 
3 181 12.4%
 
0 81 5.5%
 
4 5 0.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 81 5.5%
 
1 369 25.3%
 
2 824 56.4%
 
3 181 12.4%
 
4 5 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
4 5 0.3%
 
3 181 12.4%
 
2 824 56.4%
 
1 369 25.3%
 
0 81 5.5%
 

GarageCond_Fa
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1425
1
 
35
ValueCountFrequency (%) 
0 1425 97.6%
 
1 35 2.4%
 

GarageCond_Gd
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1451
1
 
9
ValueCountFrequency (%) 
0 1451 99.4%
 
1 9 0.6%
 

GarageCond_Po
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1453
1
 
7
ValueCountFrequency (%) 
0 1453 99.5%
 
1 7 0.5%
 

GarageCond_TA
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1326
0
 
134
ValueCountFrequency (%) 
1 1326 90.8%
 
0 134 9.2%
 

GarageFinish_RFn
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1038
1
422
ValueCountFrequency (%) 
0 1038 71.1%
 
1 422 28.9%
 

GarageFinish_Unf
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
855
1
605
ValueCountFrequency (%) 
0 855 58.6%
 
1 605 41.4%
 

GarageQual_Fa
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1412
1
 
48
ValueCountFrequency (%) 
0 1412 96.7%
 
1 48 3.3%
 

GarageQual_Gd
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1446
1
 
14
ValueCountFrequency (%) 
0 1446 99.0%
 
1 14 1.0%
 

GarageQual_Po
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1457
1
 
3
ValueCountFrequency (%) 
0 1457 99.8%
 
1 3 0.2%
 

GarageQual_TA
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1311
0
 
149
ValueCountFrequency (%) 
1 1311 89.8%
 
0 149 10.2%
 

GarageType_Attchd
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
870
0
590
ValueCountFrequency (%) 
1 870 59.6%
 
0 590 40.4%
 

GarageType_Basment
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1441
1
 
19
ValueCountFrequency (%) 
0 1441 98.7%
 
1 19 1.3%
 

GarageType_BuiltIn
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1372
1
 
88
ValueCountFrequency (%) 
0 1372 94.0%
 
1 88 6.0%
 

GarageType_CarPort
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1451
1
 
9
ValueCountFrequency (%) 
0 1451 99.4%
 
1 9 0.6%
 

GarageType_Detchd
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1073
1
387
ValueCountFrequency (%) 
0 1073 73.5%
 
1 387 26.5%
 

GarageYrBlt
Numeric

Distinct count98
Unique (%)6.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1978.505859
Minimum1900
Maximum2010
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1900
5-th percentile1930
Q11962
Median1978.506104
Q32001
95-th percentile2007
Maximum2010
Range110
Interquartile range39

Descriptive statistics

Standard deviation23.99457169
Coef of variation0.01212762225
Kurtosis-0.2665096521
Mean1978.505859
MAD19.75293732
Skewness-0.6681672335
Sum2888619
Variance575.7394409
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[1900. 1914.5 1938.5 1941.5 1947.5 ... 1978.75305176 1992.5 2002.5 2007.5 2010. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1978.506104 81 5.5%
 
2005 65 4.5%
 
2006 59 4.0%
 
2004 53 3.6%
 
2003 50 3.4%
 
2007 49 3.4%
 
1977 35 2.4%
 
1998 31 2.1%
 
1999 30 2.1%
 
1976 29 2.0%
 
Other values (88) 978 67.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1900 1 0.1%
 
1906 1 0.1%
 
1908 1 0.1%
 
1910 3 0.2%
 
1914 2 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2010 3 0.2%
 
2009 21 1.4%
 
2008 29 2.0%
 
2007 49 3.4%
 
2006 59 4.0%
 

GrLivArea
Numeric

Distinct count861
Unique (%)59.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1515.463745
Minimum334
Maximum5642
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum334
5-th percentile848
Q11129.5
Median1464
Q31776.75
95-th percentile2466.1
Maximum5642
Range5308
Interquartile range647.25

Descriptive statistics

Standard deviation525.4802856
Coef of variation0.3467455341
Kurtosis4.895119667
Mean1515.463745
MAD397.32547
Skewness1.366559982
Sum2212577
Variance276129.5312
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 334. 610.5 765.5 862.5 865. ... 2137. 2650. 2885. 3617.5 5642. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
864 22 1.5%
 
1040 14 1.0%
 
894 11 0.8%
 
1456 10 0.7%
 
848 10 0.7%
 
1200 9 0.6%
 
912 9 0.6%
 
1092 8 0.5%
 
816 8 0.5%
 
987 7 0.5%
 
Other values (851) 1352 92.6%
 

Minimum 5 values

ValueCountFrequency (%) 
334 1 0.1%
 
438 1 0.1%
 
480 1 0.1%
 
520 1 0.1%
 
605 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5642 1 0.1%
 
4676 1 0.1%
 
4476 1 0.1%
 
4316 1 0.1%
 
3627 1 0.1%
 

HalfBath
Categorical

Distinct count3
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
0
913
1
535
2
 
12
ValueCountFrequency (%) 
0 913 62.5%
 
1 535 36.6%
 
2 12 0.8%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Heating_GasA
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1428
0
 
32
ValueCountFrequency (%) 
1 1428 97.8%
 
0 32 2.2%
 

Heating_GasW
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1442
1
 
18
ValueCountFrequency (%) 
0 1442 98.8%
 
1 18 1.2%
 

Heating_Grav
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1453
1
 
7
ValueCountFrequency (%) 
0 1453 99.5%
 
1 7 0.5%
 

Heating_OthW
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1458
1
 
2
ValueCountFrequency (%) 
0 1458 99.9%
 
1 2 0.1%
 

Heating_Wall
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1456
1
 
4
ValueCountFrequency (%) 
0 1456 99.7%
 
1 4 0.3%
 

HeatingQC_Fa
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1411
1
 
49
ValueCountFrequency (%) 
0 1411 96.6%
 
1 49 3.4%
 

HeatingQC_Gd
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1219
1
 
241
ValueCountFrequency (%) 
0 1219 83.5%
 
1 241 16.5%
 

HeatingQC_Po
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1459
1
 
1
ValueCountFrequency (%) 
0 1459 99.9%
 
1 1 0.1%
 

HeatingQC_TA
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1032
1
428
ValueCountFrequency (%) 
0 1032 70.7%
 
1 428 29.3%
 

HouseStyle_1.5Unf
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1446
1
 
14
ValueCountFrequency (%) 
0 1446 99.0%
 
1 14 1.0%
 

HouseStyle_1Story
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
734
1
726
ValueCountFrequency (%) 
0 734 50.3%
 
1 726 49.7%
 

HouseStyle_2.5Fin
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1452
1
 
8
ValueCountFrequency (%) 
0 1452 99.5%
 
1 8 0.5%
 

HouseStyle_2.5Unf
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1449
1
 
11
ValueCountFrequency (%) 
0 1449 99.2%
 
1 11 0.8%
 

HouseStyle_2Story
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1015
1
445
ValueCountFrequency (%) 
0 1015 69.5%
 
1 445 30.5%
 

HouseStyle_SFoyer
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1423
1
 
37
ValueCountFrequency (%) 
0 1423 97.5%
 
1 37 2.5%
 

HouseStyle_SLvl
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1395
1
 
65
ValueCountFrequency (%) 
0 1395 95.5%
 
1 65 4.5%
 

Id
Numeric

Distinct count1460
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean730.5
Minimum1
Maximum1460
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile73.95
Q1365.75
Median730.5
Q31095.25
95-th percentile1387.05
Maximum1460
Range1459
Interquartile range729.5

Descriptive statistics

Standard deviation421.6108704
Coef of variation0.5771538266
Kurtosis-1.200000048
Mean730.5
MAD365
Skewness0
Sum1066530
Variance177755.7188
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[1.00e+00 1.46e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1453 1 0.1%
 
402 1 0.1%
 
414 1 0.1%
 
1206 1 0.1%
 
426 1 0.1%
 
902 1 0.1%
 
438 1 0.1%
 
442 1 0.1%
 
946 1 0.1%
 
454 1 0.1%
 
Other values (1450) 1450 99.3%
 

Minimum 5 values

ValueCountFrequency (%) 
1 1 0.1%
 
2 1 0.1%
 
3 1 0.1%
 
4 1 0.1%
 
5 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1460 1 0.1%
 
1459 1 0.1%
 
1458 1 0.1%
 
1457 1 0.1%
 
1456 1 0.1%
 

KitchenAbvGr
Categorical

Distinct count4
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
1
1392
2
 
65
3
 
2
ValueCountFrequency (%) 
1 1392 95.3%
 
2 65 4.5%
 
3 2 0.1%
 
0 1 0.1%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

KitchenQual_Fa
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1421
1
 
39
ValueCountFrequency (%) 
0 1421 97.3%
 
1 39 2.7%
 

KitchenQual_Gd
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
874
1
586
ValueCountFrequency (%) 
0 874 59.9%
 
1 586 40.1%
 

KitchenQual_TA
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
735
0
725
ValueCountFrequency (%) 
1 735 50.3%
 
0 725 49.7%
 

LandContour_HLS
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1410
1
 
50
ValueCountFrequency (%) 
0 1410 96.6%
 
1 50 3.4%
 

LandContour_Low
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1424
1
 
36
ValueCountFrequency (%) 
0 1424 97.5%
 
1 36 2.5%
 

LandContour_Lvl
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1311
0
 
149
ValueCountFrequency (%) 
1 1311 89.8%
 
0 149 10.2%
 

LandSlope_Mod
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1395
1
 
65
ValueCountFrequency (%) 
0 1395 95.5%
 
1 65 4.5%
 

LandSlope_Sev
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1447
1
 
13
ValueCountFrequency (%) 
0 1447 99.1%
 
1 13 0.9%
 

LotArea
Numeric

Distinct count1073
Unique (%)73.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean10516.82812
Minimum1300
Maximum215245
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1300
5-th percentile3311.7
Q17553.5
Median9478.5
Q311601.5
95-th percentile17401.15
Maximum215245
Range213945
Interquartile range4048

Descriptive statistics

Standard deviation9981.253906
Coef of variation0.9490745487
Kurtosis203.2432709
Mean10516.82812
MAD3758.819824
Skewness12.20768738
Sum15354569
Variance99625432
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 1300. 3181. 3189. 5962.5 6020. ... 14875.5 18015. 26160. 55352. 215245. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7200 25 1.7%
 
9600 24 1.6%
 
6000 17 1.2%
 
8400 14 1.0%
 
9000 14 1.0%
 
10800 14 1.0%
 
1680 10 0.7%
 
7500 9 0.6%
 
6240 8 0.5%
 
6120 8 0.5%
 
Other values (1063) 1317 90.2%
 

Minimum 5 values

ValueCountFrequency (%) 
1300 1 0.1%
 
1477 1 0.1%
 
1491 1 0.1%
 
1526 1 0.1%
 
1533 2 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
215245 1 0.1%
 
164660 1 0.1%
 
159000 1 0.1%
 
115149 1 0.1%
 
70761 1 0.1%
 

LotConfig_CulDSac
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1366
1
 
94
ValueCountFrequency (%) 
0 1366 93.6%
 
1 94 6.4%
 

LotConfig_FR2
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1413
1
 
47
ValueCountFrequency (%) 
0 1413 96.8%
 
1 47 3.2%
 

LotConfig_FR3
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1456
1
 
4
ValueCountFrequency (%) 
0 1456 99.7%
 
1 4 0.3%
 

LotConfig_Inside
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1052
0
408
ValueCountFrequency (%) 
1 1052 72.1%
 
0 408 27.9%
 

LotFrontage
Numeric

Distinct count111
Unique (%)7.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean70.04981995
Minimum21
Maximum313
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum21
5-th percentile35.95
Q160
Median70.04995728
Q379
95-th percentile104
Maximum313
Range292
Interquartile range19

Descriptive statistics

Standard deviation22.02401352
Coef of variation0.3144049983
Kurtosis21.84816551
Mean70.04981995
MAD13.78841114
Skewness2.384950399
Sum102272.9375
Variance485.0571899
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 21. 22.5 33.5 49.5 50.5 ... 100.5 110.5 132. 178. 313. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
70.04995728 259 17.7%
 
60 143 9.8%
 
70 70 4.8%
 
80 69 4.7%
 
50 57 3.9%
 
75 53 3.6%
 
65 44 3.0%
 
85 40 2.7%
 
78 25 1.7%
 
90 23 1.6%
 
Other values (101) 677 46.4%
 

Minimum 5 values

ValueCountFrequency (%) 
21 23 1.6%
 
24 19 1.3%
 
30 6 0.4%
 
32 5 0.3%
 
33 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
313 2 0.1%
 
182 1 0.1%
 
174 2 0.1%
 
168 1 0.1%
 
160 1 0.1%
 

LotShape_IR2
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1419
1
 
41
ValueCountFrequency (%) 
0 1419 97.2%
 
1 41 2.8%
 

LotShape_IR3
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1450
1
 
10
ValueCountFrequency (%) 
0 1450 99.3%
 
1 10 0.7%
 

LotShape_Reg
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
925
0
535
ValueCountFrequency (%) 
1 925 63.4%
 
0 535 36.6%
 

MasVnrArea
Numeric

Distinct count328
Unique (%)22.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean103.6852722
Minimum0
Maximum1600
Zeros (%)59.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q3164.25
95-th percentile456
Maximum1600
Range1600
Interquartile range164.25

Descriptive statistics

Standard deviation180.5695953
Coef of variation1.741516336
Kurtosis10.1543169
Mean103.6852722
MAD129.0711823
Skewness2.676411867
Sum151380.4844
Variance32605.37695
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000e+00 5.000e-01 6.550e+01 1.835e+02 3.635e+02 4.805e+02 8.060e+02 1.600e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 861 59.0%
 
103.6852646 8 0.5%
 
180 8 0.5%
 
72 8 0.5%
 
108 8 0.5%
 
16 7 0.5%
 
120 7 0.5%
 
80 6 0.4%
 
200 6 0.4%
 
106 6 0.4%
 
Other values (318) 535 36.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 861 59.0%
 
1 2 0.1%
 
11 1 0.1%
 
14 1 0.1%
 
16 7 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
1600 1 0.1%
 
1378 1 0.1%
 
1170 1 0.1%
 
1129 1 0.1%
 
1115 1 0.1%
 

MasVnrType_BrkFace
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1015
1
445
ValueCountFrequency (%) 
0 1015 69.5%
 
1 445 30.5%
 

MasVnrType_None
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
864
0
596
ValueCountFrequency (%) 
1 864 59.2%
 
0 596 40.8%
 

MasVnrType_Stone
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1332
1
 
128
ValueCountFrequency (%) 
0 1332 91.2%
 
1 128 8.8%
 

MiscVal
Numeric

Distinct count21
Unique (%)1.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.2334559262
Minimum0
Maximum9.648659706
Zeros (%)96.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum9.648659706
Range9.648659706
Interquartile range0

Descriptive statistics

Standard deviation1.226016998
Coef of variation5.251599385
Kurtosis25.4385891
Mean0.2334559262
MAD0.4502852261
Skewness5.170703888
Sum340.8456421
Variance1.503117561
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=21)
Histogram
Histogram with variable size bins (bins=[0. 2.00366664 5.92737389 6.61918449 9.64865971], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1408 96.4%
 
5.993961334 11 0.8%
 
6.21660614 8 0.5%
 
6.552507877 5 0.3%
 
6.111467361 4 0.3%
 
7.601402283 4 0.3%
 
6.398594856 4 0.3%
 
6.175867081 2 0.1%
 
7.090909958 2 0.1%
 
7.244941711 1 0.1%
 
Other values (11) 11 0.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1408 96.4%
 
4.007333279 1 0.1%
 
5.860786438 1 0.1%
 
5.993961334 11 0.8%
 
6.111467361 4 0.3%
 

Maximum 5 values

ValueCountFrequency (%) 
9.648659706 1 0.1%
 
9.024130821 1 0.1%
 
8.160803795 1 0.1%
 
7.824445724 1 0.1%
 
7.601402283 4 0.3%
 

MoSold
Numeric

Distinct count12
Unique (%)0.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean6.321918011
Minimum1
Maximum12
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q15
Median6
Q38
95-th percentile11
Maximum12
Range11
Interquartile range3

Descriptive statistics

Standard deviation2.70362711
Coef of variation0.4276593124
Kurtosis-0.4041094184
Mean6.321918011
MAD2.142524958
Skewness0.2120527923
Sum9230
Variance7.309599876
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=12)
Histogram
Histogram with variable size bins (bins=[ 1. 1.5 2.5 4.5 7.5 8.5 11.5 12. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
6 253 17.3%
 
7 234 16.0%
 
5 204 14.0%
 
4 141 9.7%
 
8 122 8.4%
 
3 106 7.3%
 
10 89 6.1%
 
11 79 5.4%
 
9 63 4.3%
 
12 59 4.0%
 
Other values (2) 110 7.5%
 

Minimum 5 values

ValueCountFrequency (%) 
1 58 4.0%
 
2 52 3.6%
 
3 106 7.3%
 
4 141 9.7%
 
5 204 14.0%
 

Maximum 5 values

ValueCountFrequency (%) 
12 59 4.0%
 
11 79 5.4%
 
10 89 6.1%
 
9 63 4.3%
 
8 122 8.4%
 

MSSubClass
Numeric

Distinct count15
Unique (%)1.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean56.89725876
Minimum20
Maximum190
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum20
5-th percentile20
Q120
Median50
Q370
95-th percentile160
Maximum190
Range170
Interquartile range50

Descriptive statistics

Standard deviation42.30067444
Coef of variation0.7434571605
Kurtosis1.580187917
Mean56.89725876
MAD31.28277206
Skewness1.407656789
Sum83070
Variance1789.347168
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=15)
Histogram
Histogram with variable size bins (bins=[ 20. 25. 35. 42.5 47.5 ... 77.5 82.5 170. 185. 190. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
20 536 36.7%
 
60 299 20.5%
 
50 144 9.9%
 
120 87 6.0%
 
30 69 4.7%
 
160 63 4.3%
 
70 60 4.1%
 
80 58 4.0%
 
90 52 3.6%
 
190 30 2.1%
 
Other values (5) 62 4.2%
 

Minimum 5 values

ValueCountFrequency (%) 
20 536 36.7%
 
30 69 4.7%
 
40 4 0.3%
 
45 12 0.8%
 
50 144 9.9%
 

Maximum 5 values

ValueCountFrequency (%) 
190 30 2.1%
 
180 10 0.7%
 
160 63 4.3%
 
120 87 6.0%
 
90 52 3.6%
 

MSZoning_FV
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1395
1
 
65
ValueCountFrequency (%) 
0 1395 95.5%
 
1 65 4.5%
 

MSZoning_RH
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1444
1
 
16
ValueCountFrequency (%) 
0 1444 98.9%
 
1 16 1.1%
 

MSZoning_RL
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1151
0
309
ValueCountFrequency (%) 
1 1151 78.8%
 
0 309 21.2%
 

MSZoning_RM
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1242
1
 
218
ValueCountFrequency (%) 
0 1242 85.1%
 
1 218 14.9%
 

Neighborhood_Blueste
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1458
1
 
2
ValueCountFrequency (%) 
0 1458 99.9%
 
1 2 0.1%
 

Neighborhood_BrDale
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1444
1
 
16
ValueCountFrequency (%) 
0 1444 98.9%
 
1 16 1.1%
 

Neighborhood_BrkSide
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1402
1
 
58
ValueCountFrequency (%) 
0 1402 96.0%
 
1 58 4.0%
 

Neighborhood_ClearCr
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1432
1
 
28
ValueCountFrequency (%) 
0 1432 98.1%
 
1 28 1.9%
 

Neighborhood_CollgCr
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1310
1
 
150
ValueCountFrequency (%) 
0 1310 89.7%
 
1 150 10.3%
 

Neighborhood_Crawfor
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1409
1
 
51
ValueCountFrequency (%) 
0 1409 96.5%
 
1 51 3.5%
 

Neighborhood_Edwards
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1360
1
 
100
ValueCountFrequency (%) 
0 1360 93.2%
 
1 100 6.8%
 

Neighborhood_Gilbert
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1381
1
 
79
ValueCountFrequency (%) 
0 1381 94.6%
 
1 79 5.4%
 

Neighborhood_IDOTRR
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1423
1
 
37
ValueCountFrequency (%) 
0 1423 97.5%
 
1 37 2.5%
 

Neighborhood_MeadowV
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1443
1
 
17
ValueCountFrequency (%) 
0 1443 98.8%
 
1 17 1.2%
 

Neighborhood_Mitchel
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1411
1
 
49
ValueCountFrequency (%) 
0 1411 96.6%
 
1 49 3.4%
 

Neighborhood_NAmes
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1235
1
 
225
ValueCountFrequency (%) 
0 1235 84.6%
 
1 225 15.4%
 

Neighborhood_NoRidge
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1419
1
 
41
ValueCountFrequency (%) 
0 1419 97.2%
 
1 41 2.8%
 

Neighborhood_NPkVill
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1451
1
 
9
ValueCountFrequency (%) 
0 1451 99.4%
 
1 9 0.6%
 

Neighborhood_NridgHt
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1383
1
 
77
ValueCountFrequency (%) 
0 1383 94.7%
 
1 77 5.3%
 

Neighborhood_NWAmes
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1387
1
 
73
ValueCountFrequency (%) 
0 1387 95.0%
 
1 73 5.0%
 

Neighborhood_OldTown
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1347
1
 
113
ValueCountFrequency (%) 
0 1347 92.3%
 
1 113 7.7%
 

Neighborhood_Sawyer
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1386
1
 
74
ValueCountFrequency (%) 
0 1386 94.9%
 
1 74 5.1%
 

Neighborhood_SawyerW
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1401
1
 
59
ValueCountFrequency (%) 
0 1401 96.0%
 
1 59 4.0%
 

Neighborhood_Somerst
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1374
1
 
86
ValueCountFrequency (%) 
0 1374 94.1%
 
1 86 5.9%
 

Neighborhood_StoneBr
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1435
1
 
25
ValueCountFrequency (%) 
0 1435 98.3%
 
1 25 1.7%
 

Neighborhood_SWISU
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1435
1
 
25
ValueCountFrequency (%) 
0 1435 98.3%
 
1 25 1.7%
 

Neighborhood_Timber
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1422
1
 
38
ValueCountFrequency (%) 
0 1422 97.4%
 
1 38 2.6%
 

Neighborhood_Veenker
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1449
1
 
11
ValueCountFrequency (%) 
0 1449 99.2%
 
1 11 0.8%
 

OpenPorchSF
Numeric

Distinct count202
Unique (%)13.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean46.66027451
Minimum0
Maximum547
Zeros (%)44.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median25
Q368
95-th percentile175.05
Maximum547
Range547
Interquartile range68

Descriptive statistics

Standard deviation66.25587463
Coef of variation1.419963241
Kurtosis8.490336418
Mean46.66027451
MAD47.67810822
Skewness2.364341736
Sum68124
Variance4389.84082
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 2. 15.5 19. 47.5 ... 76.5 122.5 171. 291.5 547. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 656 44.9%
 
36 29 2.0%
 
48 22 1.5%
 
20 21 1.4%
 
45 19 1.3%
 
40 19 1.3%
 
30 16 1.1%
 
24 16 1.1%
 
60 15 1.0%
 
28 14 1.0%
 
Other values (192) 633 43.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 656 44.9%
 
4 1 0.1%
 
8 1 0.1%
 
10 1 0.1%
 
11 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
547 1 0.1%
 
523 1 0.1%
 
502 1 0.1%
 
418 1 0.1%
 
406 1 0.1%
 

OverallCond
Numeric

Distinct count9
Unique (%)0.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean5.575342655
Minimum1
Maximum9
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile4
Q15
Median5
Q36
95-th percentile8
Maximum9
Range8
Interquartile range1

Descriptive statistics

Standard deviation1.112800956
Coef of variation0.199593285
Kurtosis1.106413007
Mean5.575342655
MAD0.8890189528
Skewness0.6930669546
Sum8140
Variance1.238326073
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=9)
Histogram
Histogram with variable size bins (bins=[1. 2.5 3.5 4.5 5.5 7.5 9. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 821 56.2%
 
6 252 17.3%
 
7 205 14.0%
 
8 72 4.9%
 
4 57 3.9%
 
3 25 1.7%
 
9 22 1.5%
 
2 5 0.3%
 
1 1 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 1 0.1%
 
2 5 0.3%
 
3 25 1.7%
 
4 57 3.9%
 
5 821 56.2%
 

Maximum 5 values

ValueCountFrequency (%) 
9 22 1.5%
 
8 72 4.9%
 
7 205 14.0%
 
6 252 17.3%
 
5 821 56.2%
 

OverallQual
Numeric

Distinct count10
Unique (%)0.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean6.099315166
Minimum1
Maximum10
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile4
Q15
Median6
Q37
95-th percentile8
Maximum10
Range9
Interquartile range2

Descriptive statistics

Standard deviation1.382996202
Coef of variation0.2267461451
Kurtosis0.09629276395
Mean6.099315166
MAD1.098052025
Skewness0.2169437408
Sum8905
Variance1.912678599
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1. 2.5 3.5 4.5 6.5 7.5 8.5 10. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 397 27.2%
 
6 374 25.6%
 
7 319 21.8%
 
8 168 11.5%
 
4 116 7.9%
 
9 43 2.9%
 
3 20 1.4%
 
10 18 1.2%
 
2 3 0.2%
 
1 2 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 2 0.1%
 
2 3 0.2%
 
3 20 1.4%
 
4 116 7.9%
 
5 397 27.2%
 

Maximum 5 values

ValueCountFrequency (%) 
10 18 1.2%
 
9 43 2.9%
 
8 168 11.5%
 
7 319 21.8%
 
6 374 25.6%
 

PavedDrive_P
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1430
1
 
30
ValueCountFrequency (%) 
0 1430 97.9%
 
1 30 2.1%
 

PavedDrive_Y
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1340
0
 
120
ValueCountFrequency (%) 
1 1340 91.8%
 
0 120 8.2%
 

RoofMatl_CompShg
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1434
0
 
26
ValueCountFrequency (%) 
1 1434 98.2%
 
0 26 1.8%
 

RoofMatl_Membran
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1459
1
 
1
ValueCountFrequency (%) 
0 1459 99.9%
 
1 1 0.1%
 

RoofMatl_Metal
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1459
1
 
1
ValueCountFrequency (%) 
0 1459 99.9%
 
1 1 0.1%
 

RoofMatl_Roll
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1459
1
 
1
ValueCountFrequency (%) 
0 1459 99.9%
 
1 1 0.1%
 

RoofMatl_Tar&Grv
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1449
1
 
11
ValueCountFrequency (%) 
0 1449 99.2%
 
1 11 0.8%
 

RoofMatl_WdShake
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1455
1
 
5
ValueCountFrequency (%) 
0 1455 99.7%
 
1 5 0.3%
 

RoofMatl_WdShngl
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1454
1
 
6
ValueCountFrequency (%) 
0 1454 99.6%
 
1 6 0.4%
 

RoofStyle_Gable
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1141
0
319
ValueCountFrequency (%) 
1 1141 78.2%
 
0 319 21.8%
 

RoofStyle_Gambrel
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1449
1
 
11
ValueCountFrequency (%) 
0 1449 99.2%
 
1 11 0.8%
 

RoofStyle_Hip
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1174
1
286
ValueCountFrequency (%) 
0 1174 80.4%
 
1 286 19.6%
 

RoofStyle_Mansard
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1453
1
 
7
ValueCountFrequency (%) 
0 1453 99.5%
 
1 7 0.5%
 

RoofStyle_Shed
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1458
1
 
2
ValueCountFrequency (%) 
0 1458 99.9%
 
1 2 0.1%
 

SaleCondition_AdjLand
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1456
1
 
4
ValueCountFrequency (%) 
0 1456 99.7%
 
1 4 0.3%
 

SaleCondition_Alloca
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1448
1
 
12
ValueCountFrequency (%) 
0 1448 99.2%
 
1 12 0.8%
 

SaleCondition_Family
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1440
1
 
20
ValueCountFrequency (%) 
0 1440 98.6%
 
1 20 1.4%
 

SaleCondition_Normal
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1198
0
262
ValueCountFrequency (%) 
1 1198 82.1%
 
0 262 17.9%
 

SaleCondition_Partial
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1335
1
 
125
ValueCountFrequency (%) 
0 1335 91.4%
 
1 125 8.6%
 

SalePrice
Numeric

Distinct count663
Unique (%)45.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean180921.1562
Minimum34900
Maximum755000
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum34900
5-th percentile88000
Q1129975
Median163000
Q3214000
95-th percentile326100
Maximum755000
Range720100
Interquartile range84025

Descriptive statistics

Standard deviation79442.5
Coef of variation0.4391001122
Kurtosis6.536282063
Mean180921.1562
MAD57434.69141
Skewness1.882875562
Sum264144944
Variance6311110656
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 34900. 78500. 104950. 134950. 135250. ... 240500. 280500. 340500. 443130.5 755000. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
140000 20 1.4%
 
135000 17 1.2%
 
155000 14 1.0%
 
145000 14 1.0%
 
190000 13 0.9%
 
110000 13 0.9%
 
160000 12 0.8%
 
115000 12 0.8%
 
139000 11 0.8%
 
130000 11 0.8%
 
Other values (653) 1323 90.6%
 

Minimum 5 values

ValueCountFrequency (%) 
34900 1 0.1%
 
35311 1 0.1%
 
37900 1 0.1%
 
39300 1 0.1%
 
40000 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
755000 1 0.1%
 
745000 1 0.1%
 
625000 1 0.1%
 
611657 1 0.1%
 
582933 1 0.1%
 

SaleType_Con
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1458
1
 
2
ValueCountFrequency (%) 
0 1458 99.9%
 
1 2 0.1%
 

SaleType_ConLD
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1451
1
 
9
ValueCountFrequency (%) 
0 1451 99.4%
 
1 9 0.6%
 

SaleType_ConLI
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1455
1
 
5
ValueCountFrequency (%) 
0 1455 99.7%
 
1 5 0.3%
 

SaleType_ConLw
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1455
1
 
5
ValueCountFrequency (%) 
0 1455 99.7%
 
1 5 0.3%
 

SaleType_CWD
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1456
1
 
4
ValueCountFrequency (%) 
0 1456 99.7%
 
1 4 0.3%
 

SaleType_Oth
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1457
1
 
3
ValueCountFrequency (%) 
0 1457 99.8%
 
1 3 0.2%
 

SaleType_WD
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1267
0
 
193
ValueCountFrequency (%) 
1 1267 86.8%
 
0 193 13.2%
 

Street_Pave
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
1
1454
0
 
6
ValueCountFrequency (%) 
1 1454 99.6%
 
0 6 0.4%
 

TotalBsmtSF
Numeric

Distinct count721
Unique (%)49.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1057.429443
Minimum0
Maximum6110
Zeros (%)2.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile519.3
Q1795.75
Median991.5
Q31298.25
95-th percentile1753
Maximum6110
Range6110
Interquartile range502.5

Descriptive statistics

Standard deviation438.7053833
Coef of variation0.4148791071
Kurtosis13.25048065
Mean1057.429443
MAD321.284729
Skewness1.524254441
Sum1543847
Variance192462.4062
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 52.5 366. 482.5 484. ... 1503. 1738. 2155.5 3203. 6110. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 37 2.5%
 
864 35 2.4%
 
672 17 1.2%
 
912 15 1.0%
 
1040 14 1.0%
 
816 13 0.9%
 
768 12 0.8%
 
728 12 0.8%
 
894 11 0.8%
 
780 11 0.8%
 
Other values (711) 1283 87.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 37 2.5%
 
105 1 0.1%
 
190 1 0.1%
 
264 3 0.2%
 
270 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6110 1 0.1%
 
3206 1 0.1%
 
3200 1 0.1%
 
3138 1 0.1%
 
3094 1 0.1%
 

TotRmsAbvGrd
Numeric

Distinct count12
Unique (%)0.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean6.517808437
Minimum2
Maximum14
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2
5-th percentile4
Q15
Median6
Q37
95-th percentile10
Maximum14
Range12
Interquartile range2

Descriptive statistics

Standard deviation1.625385642
Coef of variation0.249376099
Kurtosis0.8807613254
Mean6.517808437
MAD1.279595613
Skewness0.6763404608
Sum9516
Variance2.641878605
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=12)
Histogram
Histogram with variable size bins (bins=[ 2. 2.5 3.5 4.5 5.5 7.5 8.5 10.5 13. 14. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
6 402 27.5%
 
7 329 22.5%
 
5 275 18.8%
 
8 187 12.8%
 
4 97 6.6%
 
9 75 5.1%
 
10 47 3.2%
 
11 18 1.2%
 
3 17 1.2%
 
12 11 0.8%
 
Other values (2) 2 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
2 1 0.1%
 
3 17 1.2%
 
4 97 6.6%
 
5 275 18.8%
 
6 402 27.5%
 

Maximum 5 values

ValueCountFrequency (%) 
14 1 0.1%
 
12 11 0.8%
 
11 18 1.2%
 
10 47 3.2%
 
9 75 5.1%
 

Utilities_NoSeWa
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1459
1
 
1
ValueCountFrequency (%) 
0 1459 99.9%
 
1 1 0.1%
 

WoodDeckSF
Numeric

Distinct count274
Unique (%)18.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean94.24452209
Minimum0
Maximum857
Zeros (%)52.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q3168
95-th percentile335
Maximum857
Range857
Interquartile range168

Descriptive statistics

Standard deviation125.3387909
Coef of variation1.329931842
Kurtosis2.992951155
Mean94.24452209
MAD101.9958191
Skewness1.541375756
Sum137597
Variance15709.8125
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 6. 25. 99. 101.5 ... 239.5 240.5 370.5 518. 857. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 761 52.1%
 
192 38 2.6%
 
100 36 2.5%
 
144 33 2.3%
 
120 31 2.1%
 
168 28 1.9%
 
140 15 1.0%
 
224 14 1.0%
 
208 10 0.7%
 
240 10 0.7%
 
Other values (264) 484 33.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 761 52.1%
 
12 2 0.1%
 
24 2 0.1%
 
26 2 0.1%
 
28 2 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
857 1 0.1%
 
736 1 0.1%
 
728 1 0.1%
 
670 1 0.1%
 
668 1 0.1%
 

YearBuilt
Numeric

Distinct count112
Unique (%)7.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1971.267822
Minimum1872
Maximum2010
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1872
5-th percentile1916
Q11954
Median1973
Q32000
95-th percentile2007
Maximum2010
Range138
Interquartile range46

Descriptive statistics

Standard deviation30.2029171
Coef of variation0.01532156958
Kurtosis-0.4395507872
Mean1971.267822
MAD25.06722832
Skewness-0.6134625673
Sum2878051
Variance912.2161865
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[1872. 1909. 1919.5 1920.5 1939.5 ... 1991.5 2002.5 2007.5 2009.5 2010. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2006 67 4.6%
 
2005 64 4.4%
 
2004 54 3.7%
 
2007 49 3.4%
 
2003 45 3.1%
 
1976 33 2.3%
 
1977 32 2.2%
 
1920 30 2.1%
 
1959 26 1.8%
 
1999 25 1.7%
 
Other values (102) 1035 70.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1872 1 0.1%
 
1875 1 0.1%
 
1880 4 0.3%
 
1882 1 0.1%
 
1885 2 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2010 1 0.1%
 
2009 18 1.2%
 
2008 23 1.6%
 
2007 49 3.4%
 
2006 67 4.6%
 

YearRemodAdd
Numeric

Distinct count61
Unique (%)4.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1984.865723
Minimum1950
Maximum2010
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1950
5-th percentile1950
Q11967
Median1994
Q32004
95-th percentile2007
Maximum2010
Range60
Interquartile range37

Descriptive statistics

Standard deviation20.64542961
Coef of variation0.01040142382
Kurtosis-1.272248149
Mean1984.865723
MAD18.62320518
Skewness-0.5035575032
Sum2897904
Variance426.2337341
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[1950. 1950.5 1952.5 1975.5 1978.5 ... 1994.5 2001.5 2004.5 2007.5 2010. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1950 178 12.2%
 
2006 97 6.6%
 
2007 76 5.2%
 
2005 73 5.0%
 
2004 62 4.2%
 
2000 55 3.8%
 
2003 51 3.5%
 
2002 48 3.3%
 
2008 40 2.7%
 
1996 36 2.5%
 
Other values (51) 744 51.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1950 178 12.2%
 
1951 4 0.3%
 
1952 5 0.3%
 
1953 10 0.7%
 
1954 14 1.0%
 

Maximum 5 values

ValueCountFrequency (%) 
2010 6 0.4%
 
2009 23 1.6%
 
2008 40 2.7%
 
2007 76 5.2%
 
2006 97 6.6%
 

YrSold
Numeric

Distinct count5
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2007.815796
Minimum2006
Maximum2010
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2006
5-th percentile2006
Q12007
Median2008
Q32009
95-th percentile2010
Maximum2010
Range4
Interquartile range2

Descriptive statistics

Standard deviation1.328096628
Coef of variation0.0006614633827
Kurtosis-1.190612912
Mean2007.815796
MAD1.148665428
Skewness0.09617242217
Sum2931411
Variance1.763840675
Memory size5.8 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[2006. 2006.5 2010. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2009 338 23.2%
 
2007 329 22.5%
 
2006 314 21.5%
 
2008 304 20.8%
 
2010 175 12.0%
 

Minimum 5 values

ValueCountFrequency (%) 
2006 314 21.5%
 
2007 329 22.5%
 
2008 304 20.8%
 
2009 338 23.2%
 
2010 175 12.0%
 

Maximum 5 values

ValueCountFrequency (%) 
2010 175 12.0%
 
2009 338 23.2%
 
2008 304 20.8%
 
2007 329 22.5%
 
2006 314 21.5%
 

Correlations

Missing values

Sample

First rows

1stFlrSF2ndFlrSFBedroomAbvGrBldgType_2fmConBldgType_DuplexBldgType_TwnhsBldgType_TwnhsEBsmtCond_GdBsmtCond_PoBsmtCond_TABsmtExposure_GdBsmtExposure_MnBsmtExposure_NoBsmtFinSF1BsmtFinType1_BLQBsmtFinType1_GLQBsmtFinType1_LwQBsmtFinType1_RecBsmtFinType1_UnfBsmtFinType2_BLQBsmtFinType2_GLQBsmtFinType2_LwQBsmtFinType2_RecBsmtFinType2_UnfBsmtFullBathBsmtHalfBathBsmtQual_FaBsmtQual_GdBsmtQual_TABsmtUnfSFCentralAir_YCondition1_FeedrCondition1_NormCondition1_PosACondition1_PosNCondition1_RRAeCondition1_RRAnCondition1_RRNeCondition1_RRNnCondition2_FeedrCondition2_NormCondition2_PosACondition2_PosNCondition2_RRAeCondition2_RRAnCondition2_RRNnElectrical_FuseFElectrical_FusePElectrical_MixElectrical_SBrkrExterCond_FaExterCond_GdExterCond_PoExterCond_TAExterior1st_AsphShnExterior1st_BrkCommExterior1st_BrkFaceExterior1st_CBlockExterior1st_CemntBdExterior1st_HdBoardExterior1st_ImStuccExterior1st_MetalSdExterior1st_PlywoodExterior1st_StoneExterior1st_StuccoExterior1st_VinylSdExterior1st_Wd_SdngExterior1st_WdShingExterior2nd_AsphShnExterior2nd_Brk_CmnExterior2nd_BrkFaceExterior2nd_HdBoardExterior2nd_ImStuccExterior2nd_OtherExterior2nd_PlywoodExterior2nd_StoneExterior2nd_StuccoExterior2nd_Wd_SdngExterior2nd_Wd_ShngExterQual_FaExterQual_GdExterQual_TAFireplacesFoundation_CBlockFoundation_PConcFoundation_SlabFoundation_StoneFoundation_WoodFullBathFunctional_Maj2Functional_Min1Functional_Min2Functional_ModFunctional_SevFunctional_TypGarageAreaGarageCarsGarageCond_FaGarageCond_GdGarageCond_PoGarageCond_TAGarageFinish_RFnGarageFinish_UnfGarageQual_FaGarageQual_GdGarageQual_PoGarageQual_TAGarageType_AttchdGarageType_BasmentGarageType_BuiltInGarageType_CarPortGarageType_DetchdGarageYrBltGrLivAreaHalfBathHeating_GasAHeating_GasWHeating_GravHeating_OthWHeating_WallHeatingQC_FaHeatingQC_GdHeatingQC_PoHeatingQC_TAHouseStyle_1.5UnfHouseStyle_1StoryHouseStyle_2.5FinHouseStyle_2.5UnfHouseStyle_2StoryHouseStyle_SFoyerHouseStyle_SLvlIdKitchenAbvGrKitchenQual_FaKitchenQual_GdKitchenQual_TALandContour_HLSLandContour_LowLandContour_LvlLandSlope_ModLandSlope_SevLotAreaLotConfig_CulDSacLotConfig_FR2LotConfig_FR3LotConfig_InsideLotFrontageLotShape_IR2LotShape_IR3LotShape_RegMasVnrAreaMasVnrType_BrkFaceMasVnrType_NoneMasVnrType_StoneMiscValMoSoldMSSubClassMSZoning_FVMSZoning_RHMSZoning_RLMSZoning_RMNeighborhood_BluesteNeighborhood_BrDaleNeighborhood_BrkSideNeighborhood_ClearCrNeighborhood_CollgCrNeighborhood_CrawforNeighborhood_EdwardsNeighborhood_GilbertNeighborhood_IDOTRRNeighborhood_MeadowVNeighborhood_MitchelNeighborhood_NAmesNeighborhood_NoRidgeNeighborhood_NPkVillNeighborhood_NridgHtNeighborhood_NWAmesNeighborhood_OldTownNeighborhood_SawyerNeighborhood_SawyerWNeighborhood_SomerstNeighborhood_StoneBrNeighborhood_SWISUNeighborhood_TimberNeighborhood_VeenkerOpenPorchSFOverallCondOverallQualPavedDrive_PPavedDrive_YRoofMatl_CompShgRoofMatl_MembranRoofMatl_MetalRoofMatl_RollRoofMatl_Tar&GrvRoofMatl_WdShakeRoofMatl_WdShnglRoofStyle_GableRoofStyle_GambrelRoofStyle_HipRoofStyle_MansardRoofStyle_ShedSaleCondition_AdjLandSaleCondition_AllocaSaleCondition_FamilySaleCondition_NormalSaleCondition_PartialSalePriceSaleType_ConSaleType_ConLDSaleType_ConLISaleType_ConLwSaleType_CWDSaleType_OthSaleType_WDStreet_PaveTotalBsmtSFTotRmsAbvGrdUtilities_NoSeWaWoodDeckSFYearBuiltYearRemodAddYrSold
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